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. 2023 Jun 2;2023(6):CD014885. doi: 10.1002/14651858.CD014885.pub2

Schaich 2021.

Study characteristics
General Information Model names: CAIDE, FSRP, ASCVD‐PCE
Type of study: external validation
Aim of the study: to compare the CAIDE, FSRP, and ASCVD‐PCE risk scores in relation to future global cognitive performance, processing speed, working memory, and odds of global cognitive decline over 6 years in a multi‐ethnic population of middle‐aged and older adults in the USA
Data source: Multi‐Ethnic Study of Atherosclerosis (MESA)
Duration of follow‐up: mean 15.7 years (SD 0.7)
Participants Country: USA
Age: mean 60.1 years (SD 9.4)
Sex: 53.3% women
Inclusion criteria: no clinical cardiovascular disease at baseline
Exclusion criteria: incomplete examinations; clinically recognised dementia at baseline
Predictors  Number of predictors: CAIDE: 8; FSRP: 9; ASCVD‐PCE: 9 
Selection of predictors: based on the development study
Definition of predictors: see Appendix 3
Outcomes Type of outcome: secondary outcome 
Definition and method of measurement: 3 standardised cognitive tests, namely Cognitive Abilities Screening Instrument (CASI, version 2; a measure of global cognitive performance), Digit Symbol Coding (DSC; a test of processing speed); and Digit Span (DS; a test of working memory)
Missing data Number of participants with missing data: reported
Handling of missing data: multiple imputation
Analysis Number of participants: 4392
Number of events: 218
EPV: CAIDE: 27; FSRP: 24; ASCVD‐PCE: 24
Modelling method: logistic regression 
Selection of predictors during modelling: based on the development study
Performance measures: 
  • Calibration: CAIDE: slope 1.05 (95% CI 0.71 to 1.40), intercept 0.04 (95% CI−0.18 to 0.10); FSRP: slope 1.05 (95% CI 0.77 to 1.34), intercept 0.04 (95% CI −0.19 to 0.10); ASCVD‐PCE: slope 1.05 (95% CI 0.78 to 1.33), intercept 0.03 (95% CI −0.17 to 0.12)

  • Discrimination: CAIDE: C‐statistic [AUC] 0.632 (95% CI 0.596 to 0.669); FSRP: C‐statistic [AUC] 0.655(95% CI 0.615 to 0.693); ASCVD‐PCE: C‐statistic [AUC] 0.650 (95% CI 0.612 to 0.688)

PROBAST: applicability Domain 1 (participant selection): low concern
Domain 2 (predictors): low concern
Domain 3 (outcome): low concern
Overall applicability: low concern
Notes Funding: "This work was supported by the National Institute on Ageing (grant numbers R03‐AG064569 to C.L.S.; P30‐AG049638 to S.C.; R01‐AG058969 and R01‐AG054069 to T.M.H.; P30‐AG059303 and K24‐AG045334 to J.A.L.; R01‐AG055606 to S.R.R.; and RF1‐AG054474 to J.D.) and the National Heart, Lung, and Blood Institute (grant numbers F32‐HL146075 to C.L.S. and R01‐HL127659 to S.R.H.). Multi‐Ethnic Study of Atherosclerosis is supported by the National Heart, Lung, and Blood Institute (contract numbers 75N92020D00001, HHSN268201500003I, N01‐HC‐95159, 75N92020D00005, N01‐HC‐95160, 75N92020D00002, N01‐HC‐95161, 75N92020D00003, N01‐HC‐95162, 75N92020D00006, N01‐HC‐95163, 75N92020D00004, N01‐HC‐95164, 75N92020D00007, N01‐HC‐95165, N01‐HC‐95166, N01‐HC‐95167, N01‐HC‐95168 and N01‐HC‐95169) and the National Center for Advancing Translational Sciences (grant numbers UL1‐TR‐000040, UL1‐TR‐001079, and UL1‐TR‐001420)."
Conflicts of interest: "J.A.L. is a consultant to vTv Therapeutics and receives a stipend from Wolters Kluwer as Editor‐in‐Chief of the journal Alzheimer's Disease and Associated Disorders. Remaining authors declare no conflicts of interest."
 
Item Authors' judgement Support for judgement
Domain 1: Participant selection No Participants were free of clinical cardiovascular disease at baseline. 
Domain 2: Predictors Yes Predictors were probably defined and assessed in the right way, and the predictors are available for when the model is put to use.
Domain 3: Outcome Yes Investigators used a suitably defined standard outcome without including any predictor information, determined the outcome similarly for the participants. They probably determined the outcome without knowledge of predictor data and following a reasonable time interval.
Domain 4: Analysis Yes Analysis is appropriate.
Overall judgement No ≥ 1 domain at high risk.